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Conditional input in verification property #785
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Hi @AWbosman , Marabou supports general linear constraints over input variables. I usually prefer using the Python API: https://github.com/NeuralNetworkVerification/Marabou/blob/master/maraboupy/examples/7_PythonicAPI.py Other front ends of Marabou (e.g., VNN_LIB parser) can also take constraints like that. |
Hi wu-haoze, Thanks for the quick reply! EDIT: Could you direct me to an explanation on how to use a vnnlib file as veriifcation property with Marabou? I have a vnnlib as well as a network. I have tried running command line like this : Marabou opset_10_nopad.onnx spec.vnnlib |
@AWbosman , this is the right way to use it on the command line. The long running time could be due to the sub-optimal implementation of the C++ onnx parser (#754 ) which we are trying to fix. For now, please use the Python API if you want to parse a ONNX network. |
Closing the issue due to inactivity. Feel free to re-open if needed. |
Dear authors,
I am interested in verifying a property where the change a certain input variable can make is dependent on another.
In a comment on an issue @MatthewDaggitt gave an example ( x0 +x1 <=1) and I was wondering whether this kind of property is currently supported by Marabou as I have not seen any examples of this.
Originally posted by @MatthewDaggitt in #490 (comment)
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